{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 122,
   "id": "34466a48",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from pylab import mpl\n",
    "mpl.rcParams[\"font.sans-serif\"] = [\"SimHei\"]\n",
    "mpl.rcParams[\"axes.unicode_minus\"] = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "id": "1dbcf2a4",
   "metadata": {},
   "outputs": [],
   "source": [
    "def data2Dict(arr):\n",
    "    \"\"\"把数组转换成字典，并统计数量\"\"\"\n",
    "    key = np.unique(arr)\n",
    "    result = {}\n",
    "    for k in key:\n",
    "        arrNew=arr[arr==k]\n",
    "        result[k]=arrNew.size\n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 193,
   "id": "570d3c93",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>project_money</th>\n",
       "      <th>buyer_name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2080000.0</td>\n",
       "      <td>医学院</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>4275000.0</td>\n",
       "      <td>电子与通信工程学院</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>6620000.0</td>\n",
       "      <td>大气科学学院</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1000000.0</td>\n",
       "      <td>碧鼎技术部</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2212900.0</td>\n",
       "      <td>总务部</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1186</th>\n",
       "      <td>1850000.0</td>\n",
       "      <td>材料学院</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1187</th>\n",
       "      <td>2500000.0</td>\n",
       "      <td>化学学院</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1188</th>\n",
       "      <td>1477013.8</td>\n",
       "      <td>总务部</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1189</th>\n",
       "      <td>1720000.0</td>\n",
       "      <td>环境科学与工程学院</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1190</th>\n",
       "      <td>2600000.0</td>\n",
       "      <td>电子与信息工程学院（微电子学院）</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1191 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      project_money        buyer_name\n",
       "0         2080000.0               医学院\n",
       "1         4275000.0         电子与通信工程学院\n",
       "2         6620000.0            大气科学学院\n",
       "3         1000000.0             碧鼎技术部\n",
       "4         2212900.0               总务部\n",
       "...             ...               ...\n",
       "1186      1850000.0              材料学院\n",
       "1187      2500000.0              化学学院\n",
       "1188      1477013.8               总务部\n",
       "1189      1720000.0         环境科学与工程学院\n",
       "1190      2600000.0  电子与信息工程学院（微电子学院）\n",
       "\n",
       "[1191 rows x 2 columns]"
      ]
     },
     "execution_count": 193,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 读取数据\n",
    "projects = pd.read_csv('d:/data/bidding/tdz_zbs_project.csv',usecols=['project_money','buyer_name'])\n",
    "projects#.set_index(['stpr_id','bundle_code'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 194,
   "id": "3f7dbb53",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'中山医学院': 74,\n",
       " '中山大学': 2,\n",
       " '中山大学天琴引力物理研究中心': 2,\n",
       " '中法核工程与技术学院': 12,\n",
       " '中铁建招标人': 5,\n",
       " '产业集团（广州中大控股有限公司）': 1,\n",
       " '人工智能学院': 12,\n",
       " '先进制造学院': 6,\n",
       " '先进能源学院': 12,\n",
       " '光华口腔医学院': 2,\n",
       " '光电材料与技术国家重点实验室': 2,\n",
       " '党委保卫部、保卫处（综合治理督察办公室）': 15,\n",
       " '党委学生工作部': 1,\n",
       " '公共卫生学院': 3,\n",
       " '公共卫生学院（深圳）': 11,\n",
       " '农学院': 8,\n",
       " '化学学院': 34,\n",
       " '化学学院 ': 1,\n",
       " '化学工程与技术学院': 11,\n",
       " '医学院': 34,\n",
       " '商学院': 2,\n",
       " '嘻嘻嘻想codecodecodecodecod': 1,\n",
       " '图书馆': 44,\n",
       " '土木工程学院': 14,\n",
       " '地球科学与地质工程学院': 1,\n",
       " '地球科学与工程学院': 9,\n",
       " '地理科学与规划学院': 9,\n",
       " '基建处': 4,\n",
       " '外国语学院': 2,\n",
       " '大气科学学院': 31,\n",
       " '天琴中心': 78,\n",
       " '审计处': 1,\n",
       " '岭南学院': 1,\n",
       " '张幸鼎': 9,\n",
       " '微电子科学与技术学院': 12,\n",
       " '总务部': 141,\n",
       " '政府采购与招投标管理中心': 1,\n",
       " '教务部': 11,\n",
       " '智能工程学院': 27,\n",
       " '材料学院': 5,\n",
       " '材料科学与工程学院': 15,\n",
       " '测绘科学与技术学院': 34,\n",
       " '测试中心': 46,\n",
       " '海洋工程与技术学院': 17,\n",
       " '海洋科学学院': 6,\n",
       " '深圳校区实验动物中心': 13,\n",
       " '物理与天文学院': 11,\n",
       " '物理学院': 39,\n",
       " '环境科学与工程学院': 13,\n",
       " '理学院': 8,\n",
       " '生命科学学院': 18,\n",
       " '生态学院': 17,\n",
       " '生物医学工程学院': 12,\n",
       " '电子与信息工程学院（微电子学院）': 46,\n",
       " '电子与通信工程学院': 30,\n",
       " '碧鼎技术部': 65,\n",
       " '科学研究院': 7,\n",
       " '管理员': 1,\n",
       " '管理学院': 3,\n",
       " '管理学院（创业学院）': 1,\n",
       " '系统科学与工程学院': 9,\n",
       " '网络与信息中心': 32,\n",
       " '网络空间安全学院': 13,\n",
       " '胡胜楠': 1,\n",
       " '航空航天学院': 25,\n",
       " '药学院': 9,\n",
       " '药学院（深圳）': 12,\n",
       " '计算机学院（软件学院）': 12,\n",
       " '设备与实验室管理处': 4,\n",
       " '财务处': 1,\n",
       " '软件工程学院': 1,\n",
       " '集成电路学院': 19}"
      ]
     },
     "execution_count": 194,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "buyer=data2Dict(projects['buyer_name'])\n",
    "buyer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 195,
   "id": "9ba5d59f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>部门名称</th>\n",
       "      <th>采购次数</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>中山医学院</td>\n",
       "      <td>74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>中山大学</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>中山大学天琴引力物理研究中心</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>中法核工程与技术学院</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>中铁建招标人</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>计算机学院（软件学院）</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>设备与实验室管理处</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>财务处</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>软件工程学院</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>集成电路学院</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>72 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              部门名称  采购次数\n",
       "0            中山医学院    74\n",
       "1             中山大学     2\n",
       "2   中山大学天琴引力物理研究中心     2\n",
       "3       中法核工程与技术学院    12\n",
       "4           中铁建招标人     5\n",
       "..             ...   ...\n",
       "67     计算机学院（软件学院）    12\n",
       "68       设备与实验室管理处     4\n",
       "69             财务处     1\n",
       "70          软件工程学院     1\n",
       "71          集成电路学院    19\n",
       "\n",
       "[72 rows x 2 columns]"
      ]
     },
     "execution_count": 195,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "buyers = pd.DataFrame({'部门名称':[x for x in buyer.keys()],\n",
    "            '采购次数':[x for x in buyer.values()]})\n",
    "buyers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 196,
   "id": "5e1cf98a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>project_money</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>buyer_name</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>中山医学院</th>\n",
       "      <td>2.448194e+08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>中山大学</th>\n",
       "      <td>8.700000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>中山大学天琴引力物理研究中心</th>\n",
       "      <td>3.250000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>中法核工程与技术学院</th>\n",
       "      <td>2.532500e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>中铁建招标人</th>\n",
       "      <td>2.604530e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>计算机学院（软件学院）</th>\n",
       "      <td>4.382950e+08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>设备与实验室管理处</th>\n",
       "      <td>1.885000e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>财务处</th>\n",
       "      <td>1.325100e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>软件工程学院</th>\n",
       "      <td>2.006000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>集成电路学院</th>\n",
       "      <td>1.226493e+08</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>72 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                project_money\n",
       "buyer_name                   \n",
       "中山医学院            2.448194e+08\n",
       "中山大学             8.700000e+06\n",
       "中山大学天琴引力物理研究中心   3.250000e+06\n",
       "中法核工程与技术学院       2.532500e+07\n",
       "中铁建招标人           2.604530e+06\n",
       "...                       ...\n",
       "计算机学院（软件学院）      4.382950e+08\n",
       "设备与实验室管理处        1.885000e+07\n",
       "财务处              1.325100e+06\n",
       "软件工程学院           2.006000e+06\n",
       "集成电路学院           1.226493e+08\n",
       "\n",
       "[72 rows x 1 columns]"
      ]
     },
     "execution_count": 196,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "projects = projects.groupby('buyer_name').sum()\n",
    "projects"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 197,
   "id": "3c35338f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "244819350.0"
      ]
     },
     "execution_count": 197,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "projects.loc['中山医学院']['project_money']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 198,
   "id": "fdc3d182",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>部门名称</th>\n",
       "      <th>采购次数</th>\n",
       "      <th>project_money</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>中山医学院</td>\n",
       "      <td>74</td>\n",
       "      <td>2.448194e+08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>中山大学</td>\n",
       "      <td>2</td>\n",
       "      <td>8.700000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>中山大学天琴引力物理研究中心</td>\n",
       "      <td>2</td>\n",
       "      <td>3.250000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>中法核工程与技术学院</td>\n",
       "      <td>12</td>\n",
       "      <td>2.532500e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>中铁建招标人</td>\n",
       "      <td>5</td>\n",
       "      <td>2.604530e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>计算机学院（软件学院）</td>\n",
       "      <td>12</td>\n",
       "      <td>4.382950e+08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>设备与实验室管理处</td>\n",
       "      <td>4</td>\n",
       "      <td>1.885000e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>财务处</td>\n",
       "      <td>1</td>\n",
       "      <td>1.325100e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>软件工程学院</td>\n",
       "      <td>1</td>\n",
       "      <td>2.006000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>集成电路学院</td>\n",
       "      <td>19</td>\n",
       "      <td>1.226493e+08</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>72 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              部门名称  采购次数  project_money\n",
       "0            中山医学院    74   2.448194e+08\n",
       "1             中山大学     2   8.700000e+06\n",
       "2   中山大学天琴引力物理研究中心     2   3.250000e+06\n",
       "3       中法核工程与技术学院    12   2.532500e+07\n",
       "4           中铁建招标人     5   2.604530e+06\n",
       "..             ...   ...            ...\n",
       "67     计算机学院（软件学院）    12   4.382950e+08\n",
       "68       设备与实验室管理处     4   1.885000e+07\n",
       "69             财务处     1   1.325100e+06\n",
       "70          软件工程学院     1   2.006000e+06\n",
       "71          集成电路学院    19   1.226493e+08\n",
       "\n",
       "[72 rows x 3 columns]"
      ]
     },
     "execution_count": 198,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "budget = pd.merge(buyers,projects,left_on='部门名称',right_on='buyer_name',how='left')\n",
    "budget "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 199,
   "id": "08b355b0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>部门名称</th>\n",
       "      <th>采购次数</th>\n",
       "      <th>project_money</th>\n",
       "      <th>采购预算(万元)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>中山医学院</td>\n",
       "      <td>74</td>\n",
       "      <td>2.448194e+08</td>\n",
       "      <td>24481.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>中山大学</td>\n",
       "      <td>2</td>\n",
       "      <td>8.700000e+06</td>\n",
       "      <td>870.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>中山大学天琴引力物理研究中心</td>\n",
       "      <td>2</td>\n",
       "      <td>3.250000e+06</td>\n",
       "      <td>325.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>中法核工程与技术学院</td>\n",
       "      <td>12</td>\n",
       "      <td>2.532500e+07</td>\n",
       "      <td>2532.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>中铁建招标人</td>\n",
       "      <td>5</td>\n",
       "      <td>2.604530e+06</td>\n",
       "      <td>260.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>计算机学院（软件学院）</td>\n",
       "      <td>12</td>\n",
       "      <td>4.382950e+08</td>\n",
       "      <td>43829.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>设备与实验室管理处</td>\n",
       "      <td>4</td>\n",
       "      <td>1.885000e+07</td>\n",
       "      <td>1885.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>财务处</td>\n",
       "      <td>1</td>\n",
       "      <td>1.325100e+06</td>\n",
       "      <td>132.51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>软件工程学院</td>\n",
       "      <td>1</td>\n",
       "      <td>2.006000e+06</td>\n",
       "      <td>200.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>集成电路学院</td>\n",
       "      <td>19</td>\n",
       "      <td>1.226493e+08</td>\n",
       "      <td>12264.93</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>72 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              部门名称  采购次数  project_money  采购预算(万元)\n",
       "0            中山医学院    74   2.448194e+08  24481.94\n",
       "1             中山大学     2   8.700000e+06    870.00\n",
       "2   中山大学天琴引力物理研究中心     2   3.250000e+06    325.00\n",
       "3       中法核工程与技术学院    12   2.532500e+07   2532.50\n",
       "4           中铁建招标人     5   2.604530e+06    260.45\n",
       "..             ...   ...            ...       ...\n",
       "67     计算机学院（软件学院）    12   4.382950e+08  43829.50\n",
       "68       设备与实验室管理处     4   1.885000e+07   1885.00\n",
       "69             财务处     1   1.325100e+06    132.51\n",
       "70          软件工程学院     1   2.006000e+06    200.60\n",
       "71          集成电路学院    19   1.226493e+08  12264.93\n",
       "\n",
       "[72 rows x 4 columns]"
      ]
     },
     "execution_count": 199,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "budget['采购预算(万元)'] = round( budget['project_money'].div(10000),2)\n",
    "budget"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 200,
   "id": "f10992d9",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
       "    .dataframe thead th {\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>部门名称</th>\n",
       "      <th>采购次数</th>\n",
       "      <th>project_money</th>\n",
       "      <th>采购预算(万元)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>中山医学院</td>\n",
       "      <td>74</td>\n",
       "      <td>2.448194e+08</td>\n",
       "      <td>24481.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>中山大学</td>\n",
       "      <td>2</td>\n",
       "      <td>8.700000e+06</td>\n",
       "      <td>870.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>中山大学天琴引力物理研究中心</td>\n",
       "      <td>2</td>\n",
       "      <td>3.250000e+06</td>\n",
       "      <td>325.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>中法核工程与技术学院</td>\n",
       "      <td>12</td>\n",
       "      <td>2.532500e+07</td>\n",
       "      <td>2532.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>中铁建招标人</td>\n",
       "      <td>5</td>\n",
       "      <td>2.604530e+06</td>\n",
       "      <td>260.45</td>\n",
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       "    <tr>\n",
       "      <th>...</th>\n",
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       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>计算机学院（软件学院）</td>\n",
       "      <td>12</td>\n",
       "      <td>4.382950e+08</td>\n",
       "      <td>43829.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>设备与实验室管理处</td>\n",
       "      <td>4</td>\n",
       "      <td>1.885000e+07</td>\n",
       "      <td>1885.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>财务处</td>\n",
       "      <td>1</td>\n",
       "      <td>1.325100e+06</td>\n",
       "      <td>132.51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>软件工程学院</td>\n",
       "      <td>1</td>\n",
       "      <td>2.006000e+06</td>\n",
       "      <td>200.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>集成电路学院</td>\n",
       "      <td>19</td>\n",
       "      <td>1.226493e+08</td>\n",
       "      <td>12264.93</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>72 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              部门名称  采购次数  project_money  采购预算(万元)\n",
       "0            中山医学院    74   2.448194e+08  24481.94\n",
       "1             中山大学     2   8.700000e+06    870.00\n",
       "2   中山大学天琴引力物理研究中心     2   3.250000e+06    325.00\n",
       "3       中法核工程与技术学院    12   2.532500e+07   2532.50\n",
       "4           中铁建招标人     5   2.604530e+06    260.45\n",
       "..             ...   ...            ...       ...\n",
       "67     计算机学院（软件学院）    12   4.382950e+08  43829.50\n",
       "68       设备与实验室管理处     4   1.885000e+07   1885.00\n",
       "69             财务处     1   1.325100e+06    132.51\n",
       "70          软件工程学院     1   2.006000e+06    200.60\n",
       "71          集成电路学院    19   1.226493e+08  12264.93\n",
       "\n",
       "[72 rows x 4 columns]"
      ]
     },
     "execution_count": 200,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "budget\n",
    "\n",
    "# budget=budget.drop([21,55]) # 21 嘻嘻嘻想codecodecodecodecod;55 碧鼎技术部"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f9b8c727",
   "metadata": {},
   "source": [
    "## 画图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 206,
   "id": "7b6fc514",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 5000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dep=budget['部门名称']\n",
    "purchaseCount=budget['采购次数']\n",
    "purchasePrice=budget['采购预算(万元)']\n",
    "l = [i for i in range(len(budget))]\n",
    "\n",
    "\n",
    "fig = plt.figure(figsize=(50,8),dpi=100)\n",
    "# fig.autofmt_xdate()\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "# 折线图\n",
    "ax1 = fig.add_subplot(111)\n",
    "ax1.plot(l,purchasePrice,'or-',label='采购预算(万元)')\n",
    "ax1.set_xlim(0,len(budget))\n",
    "ax1.set_ylabel('采购预算(万元)')\n",
    "plt.legend(loc=2)\n",
    "for i,(_x,_y) in enumerate(zip(l,purchasePrice)):\n",
    "    plt.text(_x,_y,purchasePrice[i])\n",
    "\n",
    "# 横坐标\n",
    "plt.xticks(l,dep,fontsize=10, rotation=90,ha=\"right\")\n",
    "\n",
    "# 柱状图\n",
    "ax2=ax1.twinx()\n",
    "ax2.set_xlim(0,len(budget))\n",
    "plt.bar(l,purchaseCount,label='采购次数',color='green',alpha=0.2)\n",
    "ax2.set_ylabel('采购次数')\n",
    "plt.legend(loc=0)\n",
    "for i,(_x,_y) in enumerate(zip(l,purchaseCount)):\n",
    "    plt.text(_x,_y+2.5,purchaseCount[i])\n",
    "\n",
    "plt.show()"
   ]
  }
 ],
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